Canton
Set Commitment
NCAA Division I Women's
Projected PPG — WCHA-W
0.07
Developing (<0.25)
Base NCAAe-W PPG0.0846
Conf. Strength0.997
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
NCAA D3W
Projected PPG — Division Avg
0.21
Developing (<0.35)
Base D3e-W PPG0.2403
Conf. Strength1.000
Year Adj (FR)×0.80
Confidencehigh
Seasons Used2
D1W / D3W Likelihood
10%
NCAA D1W
0%
NCAA D3W
90%
Club / Other
Based on 40 comparable players
Career Trajectory
Dashed = raw PPG · ■ Solid = age-adjusted NCAAe-W PPG · ■ Green = actual college PPG
Pre-College Seasons
Most women's college players come directly from high school hockey. Junior or HS season stats below (when available on Elite Prospects).
| Season | Team | League | GP | G | A | Pts | PPG | NCAAe-W PPG | Age-Adjusted |
|---|---|---|---|---|---|---|---|---|---|
| 2022-23 | Ontario Hockey Acad Juniors | OWHL-U22 | 17 | 0 | 2 | 2 | 0.118 | 0.0412 | 0.0412 |
| 2023-24 | OHA Mavericks Tardiff U22 | OWHL-U22 | 4 | 1 | 1 | 2 | 0.500 | 0.1751 | 0.1751 |
NCAAe-W = points/game translated to NCAA-W equivalent · COVID-flagged seasons in yellow
College Seasons
| Season | School | Conference | Year | GP | G | A | Pts | PPG |
|---|---|---|---|---|---|---|---|---|
| 2025-26 | Anna Maria | NEHC | FR | 24 | 3 | 0 | 3 | 0.125 |
Historical Comparables — NCAA D1W
| Player | League · Season · PPG | FR College PPG | School |
|---|---|---|---|
| Gabbie Hughes | USHS-MN-W · 2013-14 · 1.16 PPG | 1.121 | Minnesota Duluth |
| Laura Anderson | USHS-MN-W · 2013-14 · 1.16 PPG | 0.290 | Yale |
| Andrea Renner | USHS-W · 2013-14 · 2.00 PPG | 0.167 | Northeastern |
| Liz Schepers | USHS-MN-W · 2012-13 · 1.12 PPG | 0.410 | Ohio State |
| Paige Beebe | USHS-MN-W · 2013-14 · 1.12 PPG | 0.472 | Bemidji State |
Historical Comparables — NCAA D3W
| Player | Junior Season · PPG | FR College PPG | School | Conference |
|---|---|---|---|---|
| Rylan Kissel | 2024-25 · 1.11 PPG | 0.577 | Bethel | MIAC |
| Rachel Anderson | 2016-17 · 1.04 PPG | 0.607 | St. Scholastica | NCHA |
| Jenessa Hernandez | 2013-14 · 1.58 PPG | — | UMass Boston | MASCAC |
| Emily Lemker | 2015-16 · 1.52 PPG | 0.417 | Saint Benedict | MIAC |
| Riley Schneider | 2016-17 · 1.46 PPG | 0.435 | Saint Benedict | MIAC |
Women's college hockey projections draw primarily on high school and junior stats when available. Because most women go directly from HS to college, projections with limited pre-college data use conference-based priors.
NCAAe-W factors are derived from historical pre-college→NCAA-W transitions. For many players, projection confidence is lower than men's due to sparse pre-college tracking.